venv/lib/python3.10/site-packages/pyarrow/include/arrow/util/bitmap.h

// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements.  See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership.  The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.

#pragma once

#include <algorithm>
#include <array>
#include <bitset>
#include <cassert>
#include <cstdint>
#include <cstring>
#include <memory>
#include <string>
#include <string_view>
#include <utility>

#include "arrow/buffer.h"
#include "arrow/util/bit_util.h"
#include "arrow/util/bitmap_ops.h"
#include "arrow/util/bitmap_reader.h"
#include "arrow/util/bitmap_writer.h"
#include "arrow/util/compare.h"
#include "arrow/util/endian.h"
#include "arrow/util/functional.h"
#include "arrow/util/span.h"
#include "arrow/util/string_builder.h"
#include "arrow/util/visibility.h"

namespace arrow {

class BooleanArray;

namespace internal {

class ARROW_EXPORT Bitmap : public util::ToStringOstreamable<Bitmap>,
                            public util::EqualityComparable<Bitmap> {
 public:
  Bitmap() = default;

  Bitmap(const std::shared_ptr<Buffer>& buffer, int64_t offset, int64_t length)
      : data_(buffer->data()), offset_(offset), length_(length) {
    if (buffer->is_mutable()) {
      mutable_data_ = buffer->mutable_data();
    }
  }

  Bitmap(const void* data, int64_t offset, int64_t length)
      : data_(reinterpret_cast<const uint8_t*>(data)), offset_(offset), length_(length) {}

  Bitmap(void* data, int64_t offset, int64_t length)
      : data_(reinterpret_cast<const uint8_t*>(data)),
        mutable_data_(reinterpret_cast<uint8_t*>(data)),
        offset_(offset),
        length_(length) {}

  Bitmap Slice(int64_t offset) const {
    if (mutable_data_ != NULLPTR) {
      return {mutable_data_, offset_ + offset, length_ - offset};
    } else {
      return {data_, offset_ + offset, length_ - offset};
    }
  }

  Bitmap Slice(int64_t offset, int64_t length) const {
    if (mutable_data_ != NULLPTR) {
      return {mutable_data_, offset_ + offset, length};
    } else {
      return {data_, offset_ + offset, length};
    }
  }

  std::string ToString() const;

  bool Equals(const Bitmap& other) const;

  std::string Diff(const Bitmap& other) const;

  bool GetBit(int64_t i) const { return bit_util::GetBit(data_, i + offset_); }

  bool operator[](int64_t i) const { return GetBit(i); }

  void SetBitTo(int64_t i, bool v) const {
    bit_util::SetBitTo(mutable_data_, i + offset_, v);
  }

  void SetBitsTo(bool v) { bit_util::SetBitsTo(mutable_data_, offset_, length_, v); }

  void CopyFrom(const Bitmap& other);
  void CopyFromInverted(const Bitmap& other);

  /// \brief Visit bits from each bitmap as bitset<N>
  ///
  /// All bitmaps must have identical length.
  template <size_t N, typename Visitor>
  static void VisitBits(const Bitmap (&bitmaps)[N], Visitor&& visitor) {
    int64_t bit_length = BitLength(bitmaps, N);
    std::bitset<N> bits;
    for (int64_t bit_i = 0; bit_i < bit_length; ++bit_i) {
      for (size_t i = 0; i < N; ++i) {
        bits[i] = bitmaps[i].GetBit(bit_i);
      }
      visitor(bits);
    }
  }

  /// \brief Visit bits from each bitmap as bitset<N>
  ///
  /// All bitmaps must have identical length.
  template <size_t N, typename Visitor>
  static void VisitBits(const std::array<Bitmap, N>& bitmaps, Visitor&& visitor) {
    int64_t bit_length = BitLength(bitmaps);
    std::bitset<N> bits;
    for (int64_t bit_i = 0; bit_i < bit_length; ++bit_i) {
      for (size_t i = 0; i < N; ++i) {
        bits[i] = bitmaps[i].GetBit(bit_i);
      }
      visitor(bits);
    }
  }

  /// \brief Visit words of bits from each bitmap as array<Word, N>
  ///
  /// All bitmaps must have identical length. The first bit in a visited bitmap
  /// may be offset within the first visited word, but words will otherwise contain
  /// densely packed bits loaded from the bitmap. That offset within the first word is
  /// returned.
  ///
  /// TODO(bkietz) allow for early termination
  // NOTE: this function is efficient on 3+ sufficiently large bitmaps.
  // It also has a large prolog / epilog overhead and should be used
  // carefully in other cases.
  // For 2 bitmaps or less, and/or smaller bitmaps, see also VisitTwoBitBlocksVoid
  // and BitmapUInt64Reader.
  template <size_t N, typename Visitor,
            typename Word = typename std::decay<
                internal::call_traits::argument_type<0, Visitor&&>>::type::value_type>
  static int64_t VisitWords(const Bitmap (&bitmaps_arg)[N], Visitor&& visitor) {
    constexpr int64_t kBitWidth = sizeof(Word) * 8;

    // local, mutable variables which will be sliced/decremented to represent consumption:
    Bitmap bitmaps[N];
    int64_t offsets[N];
    int64_t bit_length = BitLength(bitmaps_arg, N);
    util::span<const Word> words[N];
    for (size_t i = 0; i < N; ++i) {
      bitmaps[i] = bitmaps_arg[i];
      offsets[i] = bitmaps[i].template word_offset<Word>();
      assert(offsets[i] >= 0 && offsets[i] < kBitWidth);
      words[i] = bitmaps[i].template words<Word>();
    }

    auto consume = [&](int64_t consumed_bits) {
      for (size_t i = 0; i < N; ++i) {
        bitmaps[i] = bitmaps[i].Slice(consumed_bits, bit_length - consumed_bits);
        offsets[i] = bitmaps[i].template word_offset<Word>();
        assert(offsets[i] >= 0 && offsets[i] < kBitWidth);
        words[i] = bitmaps[i].template words<Word>();
      }
      bit_length -= consumed_bits;
    };

    std::array<Word, N> visited_words;
    visited_words.fill(0);

    if (bit_length <= kBitWidth * 2) {
      // bitmaps fit into one or two words so don't bother with optimization
      while (bit_length > 0) {
        auto leading_bits = std::min(bit_length, kBitWidth);
        SafeLoadWords(bitmaps, 0, leading_bits, false, &visited_words);
        visitor(visited_words);
        consume(leading_bits);
      }
      return 0;
    }

    int64_t max_offset = *std::max_element(offsets, offsets + N);
    int64_t min_offset = *std::min_element(offsets, offsets + N);
    if (max_offset > 0) {
      // consume leading bits
      auto leading_bits = kBitWidth - min_offset;
      SafeLoadWords(bitmaps, 0, leading_bits, true, &visited_words);
      visitor(visited_words);
      consume(leading_bits);
    }
    assert(*std::min_element(offsets, offsets + N) == 0);

    int64_t whole_word_count = bit_length / kBitWidth;
    assert(whole_word_count >= 1);

    if (min_offset == max_offset) {
      // all offsets were identical, all leading bits have been consumed
      assert(
          std::all_of(offsets, offsets + N, [](int64_t offset) { return offset == 0; }));

      for (int64_t word_i = 0; word_i < whole_word_count; ++word_i) {
        for (size_t i = 0; i < N; ++i) {
          visited_words[i] = words[i][word_i];
        }
        visitor(visited_words);
      }
      consume(whole_word_count * kBitWidth);
    } else {
      // leading bits from potentially incomplete words have been consumed

      // word_i such that words[i][word_i] and words[i][word_i + 1] are lie entirely
      // within the bitmap for all i
      for (int64_t word_i = 0; word_i < whole_word_count - 1; ++word_i) {
        for (size_t i = 0; i < N; ++i) {
          if (offsets[i] == 0) {
            visited_words[i] = words[i][word_i];
          } else {
            auto words0 = bit_util::ToLittleEndian(words[i][word_i]);
            auto words1 = bit_util::ToLittleEndian(words[i][word_i + 1]);
            visited_words[i] = bit_util::FromLittleEndian(
                (words0 >> offsets[i]) | (words1 << (kBitWidth - offsets[i])));
          }
        }
        visitor(visited_words);
      }
      consume((whole_word_count - 1) * kBitWidth);

      SafeLoadWords(bitmaps, 0, kBitWidth, false, &visited_words);

      visitor(visited_words);
      consume(kBitWidth);
    }

    // load remaining bits
    if (bit_length > 0) {
      SafeLoadWords(bitmaps, 0, bit_length, false, &visited_words);
      visitor(visited_words);
    }

    return min_offset;
  }

  template <size_t N, size_t M, typename ReaderT, typename WriterT, typename Visitor,
            typename Word = typename std::decay<
                internal::call_traits::argument_type<0, Visitor&&>>::type::value_type>
  static void RunVisitWordsAndWriteLoop(int64_t bit_length,
                                        std::array<ReaderT, N>& readers,
                                        std::array<WriterT, M>& writers,
                                        Visitor&& visitor) {
    constexpr int64_t kBitWidth = sizeof(Word) * 8;

    std::array<Word, N> visited_words;
    std::array<Word, M> output_words;

    // every reader will have same number of words, since they are same length'ed
    // TODO($JIRA) this will be inefficient in some cases. When there are offsets beyond
    //  Word boundary, every Word would have to be created from 2 adjoining Words
    auto n_words = readers[0].words();
    bit_length -= n_words * kBitWidth;
    while (n_words--) {
      // first collect all words to visited_words array
      for (size_t i = 0; i < N; i++) {
        visited_words[i] = readers[i].NextWord();
      }
      visitor(visited_words, &output_words);
      for (size_t i = 0; i < M; i++) {
        writers[i].PutNextWord(output_words[i]);
      }
    }

    // every reader will have same number of trailing bytes, because of the above reason
    // tailing portion could be more than one word! (ref: BitmapWordReader constructor)
    // remaining full/ partial words to write

    if (bit_length) {
      // convert the word visitor lambda to a byte_visitor
      auto byte_visitor = [&](const std::array<uint8_t, N>& in,
                              std::array<uint8_t, M>* out) {
        std::array<Word, N> in_words;
        std::array<Word, M> out_words;
        std::copy(in.begin(), in.end(), in_words.begin());
        visitor(in_words, &out_words);
        for (size_t i = 0; i < M; i++) {
          out->at(i) = static_cast<uint8_t>(out_words[i]);
        }
      };

      std::array<uint8_t, N> visited_bytes;
      std::array<uint8_t, M> output_bytes;
      int n_bytes = readers[0].trailing_bytes();
      while (n_bytes--) {
        visited_bytes.fill(0);
        output_bytes.fill(0);
        int valid_bits;
        for (size_t i = 0; i < N; i++) {
          visited_bytes[i] = readers[i].NextTrailingByte(valid_bits);
        }
        byte_visitor(visited_bytes, &output_bytes);
        for (size_t i = 0; i < M; i++) {
          writers[i].PutNextTrailingByte(output_bytes[i], valid_bits);
        }
      }
    }
  }

  /// \brief Visit words of bits from each input bitmap as array<Word, N> and collects
  /// outputs to an array<Word, M>, to be written into the output bitmaps accordingly.
  ///
  /// All bitmaps must have identical length. The first bit in a visited bitmap
  /// may be offset within the first visited word, but words will otherwise contain
  /// densely packed bits loaded from the bitmap. That offset within the first word is
  /// returned.
  /// Visitor is expected to have the following signature
  ///     [](const std::array<Word, N>& in_words, std::array<Word, M>* out_words){...}
  ///
  // NOTE: this function is efficient on 3+ sufficiently large bitmaps.
  // It also has a large prolog / epilog overhead and should be used
  // carefully in other cases.
  // For 2 bitmaps or less, and/or smaller bitmaps, see also VisitTwoBitBlocksVoid
  // and BitmapUInt64Reader.
  template <size_t N, size_t M, typename Visitor,
            typename Word = typename std::decay<
                internal::call_traits::argument_type<0, Visitor&&>>::type::value_type>
  static void VisitWordsAndWrite(const std::array<Bitmap, N>& bitmaps_arg,
                                 std::array<Bitmap, M>* out_bitmaps_arg,
                                 Visitor&& visitor) {
    int64_t bit_length = BitLength(bitmaps_arg);
    assert(bit_length == BitLength(*out_bitmaps_arg));

    // if both input and output bitmaps have no byte offset, then use special template
    if (std::all_of(bitmaps_arg.begin(), bitmaps_arg.end(),
                    [](const Bitmap& b) { return b.offset_ % 8 == 0; }) &&
        std::all_of(out_bitmaps_arg->begin(), out_bitmaps_arg->end(),
                    [](const Bitmap& b) { return b.offset_ % 8 == 0; })) {
      std::array<BitmapWordReader<Word, /*may_have_byte_offset=*/false>, N> readers;
      for (size_t i = 0; i < N; ++i) {
        const Bitmap& in_bitmap = bitmaps_arg[i];
        readers[i] = BitmapWordReader<Word, /*may_have_byte_offset=*/false>(
            in_bitmap.data_, in_bitmap.offset_, in_bitmap.length_);
      }

      std::array<BitmapWordWriter<Word, /*may_have_byte_offset=*/false>, M> writers;
      for (size_t i = 0; i < M; ++i) {
        const Bitmap& out_bitmap = out_bitmaps_arg->at(i);
        writers[i] = BitmapWordWriter<Word, /*may_have_byte_offset=*/false>(
            out_bitmap.mutable_data_, out_bitmap.offset_, out_bitmap.length_);
      }

      RunVisitWordsAndWriteLoop(bit_length, readers, writers, visitor);
    } else {
      std::array<BitmapWordReader<Word>, N> readers;
      for (size_t i = 0; i < N; ++i) {
        const Bitmap& in_bitmap = bitmaps_arg[i];
        readers[i] =
            BitmapWordReader<Word>(in_bitmap.data_, in_bitmap.offset_, in_bitmap.length_);
      }

      std::array<BitmapWordWriter<Word>, M> writers;
      for (size_t i = 0; i < M; ++i) {
        const Bitmap& out_bitmap = out_bitmaps_arg->at(i);
        writers[i] = BitmapWordWriter<Word>(out_bitmap.mutable_data_, out_bitmap.offset_,
                                            out_bitmap.length_);
      }

      RunVisitWordsAndWriteLoop(bit_length, readers, writers, visitor);
    }
  }

  const uint8_t* data() const { return data_; }
  uint8_t* mutable_data() { return mutable_data_; }

  /// offset of first bit relative to buffer().data()
  int64_t offset() const { return offset_; }

  /// number of bits in this Bitmap
  int64_t length() const { return length_; }

  /// span of all bytes which contain any bit in this Bitmap
  util::span<const uint8_t> bytes() const {
    auto byte_offset = offset_ / 8;
    auto byte_count = bit_util::CeilDiv(offset_ + length_, 8) - byte_offset;
    return {data_ + byte_offset, static_cast<size_t>(byte_count)};
  }

 private:
  /// span of all Words which contain any bit in this Bitmap
  ///
  /// For example, given Word=uint16_t and a bitmap spanning bits [20, 36)
  /// words() would span bits [16, 48).
  ///
  /// 0       16      32     48     64
  /// |-------|-------|------|------| (buffer)
  ///           [       ]             (bitmap)
  ///         |-------|------|        (returned words)
  ///
  /// \warning The words may contain bytes which lie outside the buffer or are
  /// uninitialized.
  template <typename Word>
  util::span<const Word> words() const {
    auto bytes_addr = reinterpret_cast<intptr_t>(bytes().data());
    auto words_addr = bytes_addr - bytes_addr % sizeof(Word);
    auto word_byte_count =
        bit_util::RoundUpToPowerOf2(static_cast<int64_t>(bytes_addr + bytes().size()),
                                    static_cast<int64_t>(sizeof(Word))) -
        words_addr;
    return {reinterpret_cast<const Word*>(words_addr),
            static_cast<size_t>(word_byte_count / sizeof(Word))};
  }

  /// offset of first bit relative to words<Word>().data()
  template <typename Word>
  int64_t word_offset() const {
    return offset_ + 8 * (reinterpret_cast<intptr_t>(data_) -
                          reinterpret_cast<intptr_t>(words<Word>().data()));
  }

  /// load words from bitmaps bitwise
  template <size_t N, typename Word>
  static void SafeLoadWords(const Bitmap (&bitmaps)[N], int64_t offset,
                            int64_t out_length, bool set_trailing_bits,
                            std::array<Word, N>* out) {
    out->fill(0);

    int64_t out_offset = set_trailing_bits ? sizeof(Word) * 8 - out_length : 0;

    Bitmap slices[N], out_bitmaps[N];
    for (size_t i = 0; i < N; ++i) {
      slices[i] = bitmaps[i].Slice(offset, out_length);
      out_bitmaps[i] = Bitmap(&out->at(i), out_offset, out_length);
    }

    int64_t bit_i = 0;
    Bitmap::VisitBits(slices, [&](std::bitset<N> bits) {
      for (size_t i = 0; i < N; ++i) {
        out_bitmaps[i].SetBitTo(bit_i, bits[i]);
      }
      ++bit_i;
    });
  }

  /// assert bitmaps have identical length and return that length
  static int64_t BitLength(const Bitmap* bitmaps, size_t N);

  template <size_t N>
  static int64_t BitLength(const std::array<Bitmap, N>& bitmaps) {
    for (size_t i = 1; i < N; ++i) {
      assert(bitmaps[i].length() == bitmaps[0].length());
    }
    return bitmaps[0].length();
  }

  const uint8_t* data_ = NULLPTR;
  uint8_t* mutable_data_ = NULLPTR;
  int64_t offset_ = 0, length_ = 0;
};

}  // namespace internal
}  // namespace arrow